ES3019358T3 - Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption - Google Patents

Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption Download PDF

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Publication number
ES3019358T3
ES3019358T3 ES21209783T ES21209783T ES3019358T3 ES 3019358 T3 ES3019358 T3 ES 3019358T3 ES 21209783 T ES21209783 T ES 21209783T ES 21209783 T ES21209783 T ES 21209783T ES 3019358 T3 ES3019358 T3 ES 3019358T3
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Mehdi Maasoumy
Jeremy Kolter
Henrik Ohlsson
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C3 AI Inc
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C3 AI Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management

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  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Human Resources & Organizations (AREA)
  • Strategic Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Health & Medical Sciences (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Game Theory and Decision Science (AREA)
  • Quality & Reliability (AREA)
  • Operations Research (AREA)
  • Educational Administration (AREA)
  • Development Economics (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
  • Power Engineering (AREA)
ES21209783T 2015-02-12 2016-02-12 Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption Active ES3019358T3 (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US14/621,228 US10346933B2 (en) 2015-02-12 2015-02-12 Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption

Publications (1)

Publication Number Publication Date
ES3019358T3 true ES3019358T3 (en) 2025-05-20

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ID=56615729

Family Applications (1)

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ES21209783T Active ES3019358T3 (en) 2015-02-12 2016-02-12 Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption

Country Status (5)

Country Link
US (4) US10346933B2 (de)
EP (3) EP4530964A3 (de)
CA (1) CA2991189C (de)
ES (1) ES3019358T3 (de)
WO (1) WO2016130934A1 (de)

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* Cited by examiner, † Cited by third party
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EP2842011A4 (de) 2012-04-25 2016-05-04 Bidgely Inc Energiedisaggregationstechniken für energieverbrauchsdaten eines ganzen hauses mit niedriger auflösung
WO2016037013A1 (en) 2014-09-04 2016-03-10 Bidgely Inc. Systems and methods for optimizing energy usage using energy disaggregation data and time of use information
US10346933B2 (en) 2015-02-12 2019-07-09 C3 Iot, Inc. Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption
US20190050430A1 (en) * 2017-01-23 2019-02-14 Bidgely Inc. Systems and Methods for Disaggregating Appliance Loads
US10657110B2 (en) 2017-01-23 2020-05-19 Bidgely Inc. Systems and methods for disaggregating appliance loads
DE102017204176A1 (de) * 2017-03-14 2018-09-20 Bayerische Motoren Werke Aktiengesellschaft Verfahren zum Aggregieren von Betriebswerten einer Vielzahl örtlich verteilter Betriebseinheiten sowie Überwachungsvorrichtung zum Durchführen des Verfahrens

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US1034693A (en) 1911-07-03 1912-08-06 Zenas N Cox Mine-door.
JP2006079426A (ja) 2004-09-10 2006-03-23 Shimizu Corp エネルギー消費量診断装置及びエネルギー消費量診断方法
US20100042453A1 (en) 2008-08-12 2010-02-18 Efficiency 2.0, LLC. Methods and apparatus for greenhouse gas footprint monitoring
US8433530B2 (en) * 2008-09-18 2013-04-30 ThinkEco, Inc. System and method for monitoring and management of utility usage
US9196009B2 (en) * 2009-06-22 2015-11-24 Johnson Controls Technology Company Systems and methods for detecting changes in energy usage in a building
US9606520B2 (en) * 2009-06-22 2017-03-28 Johnson Controls Technology Company Automated fault detection and diagnostics in a building management system
US8626344B2 (en) * 2009-08-21 2014-01-07 Allure Energy, Inc. Energy management system and method
CN102985890B (zh) * 2010-04-08 2016-04-27 能源管理公司 能量节省测量、调整以及货币化系统和方法
US20120109716A1 (en) * 2010-11-03 2012-05-03 International Business Machines Corporation Analyzing utility consumption
US20120130924A1 (en) * 2010-11-22 2012-05-24 James Patrick W System and method for analyzing energy use
US8571922B2 (en) * 2011-04-21 2013-10-29 Efficiency3 Corp. Method, technology, and system for displaying, measuring, assessing, and improving the operating and financial performance of metered energy and water consuming systems
US8738334B2 (en) 2011-04-29 2014-05-27 International Business Machines Corporation Anomaly detection, forecasting and root cause analysis of energy consumption for a portfolio of buildings using multi-step statistical modeling
WO2013106923A1 (en) * 2012-01-20 2013-07-25 Energy Aware Technology Inc. System and method of compiling and organizing power consumption data and converting such data into one or more user actionable formats
EP2842011A4 (de) * 2012-04-25 2016-05-04 Bidgely Inc Energiedisaggregationstechniken für energieverbrauchsdaten eines ganzen hauses mit niedriger auflösung
US20140052304A1 (en) * 2012-08-16 2014-02-20 Infosys Limited Dynamic enforcement of power management policy and methods thereof
US9569804B2 (en) * 2012-08-27 2017-02-14 Gridium, Inc. Systems and methods for energy consumption and energy demand management
WO2014075108A2 (en) * 2012-11-09 2014-05-15 The Trustees Of Columbia University In The City Of New York Forecasting system using machine learning and ensemble methods
US9135667B2 (en) 2012-11-16 2015-09-15 Johnson Controls Technology Company Systems and methods for building energy use benchmarking
US9171276B2 (en) * 2013-05-06 2015-10-27 Viridity Energy, Inc. Facilitating revenue generation from wholesale electricity markets using an engineering-based model
US20140351018A1 (en) 2013-05-24 2014-11-27 Mastercard International Incorporated System and method for benchmarking energy usage
US9256702B2 (en) * 2013-12-18 2016-02-09 Johnson Controls Technology Company Systems and methods for determining an appropriate model parameter order
US9817375B2 (en) * 2014-02-26 2017-11-14 Board Of Trustees Of The University Of Alabama Systems and methods for modeling energy consumption and creating demand response strategies using learning-based approaches
US10346933B2 (en) 2015-02-12 2019-07-09 C3 Iot, Inc. Systems and methods for regression-based determination of expected energy consumption and efficient energy consumption

Also Published As

Publication number Publication date
US20250078178A1 (en) 2025-03-06
US20160238640A1 (en) 2016-08-18
US20220067849A1 (en) 2022-03-03
EP4530964A2 (de) 2025-04-02
EP4016410B1 (de) 2025-02-26
EP4530964A3 (de) 2025-05-21
CA2991189C (en) 2024-10-29
EP3283935A1 (de) 2018-02-21
US10346933B2 (en) 2019-07-09
US20200058084A1 (en) 2020-02-20
EP3283935A4 (de) 2018-10-24
US11010847B2 (en) 2021-05-18
US12148053B2 (en) 2024-11-19
EP4016410A1 (de) 2022-06-22
WO2016130934A1 (en) 2016-08-18
CA2991189A1 (en) 2016-08-18

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